Category: I Wonder

  • When Intelligence Was Not Artificial

    When Intelligence Was Not Artificial

    Are we outsourcing the very faculty that built AI in the first place?

    There was a time, not so very long ago, when intelligence was not artificial. It was simply a human being, thinking.

    We solved problems by watching, reasoning, remembering, and imagining our way toward an answer. We argued and debated. We questioned, experimented, failed, and went back to try again. The process was slow and often maddening, but it produced something a machine still cannot hand us: judgment earned the hard way. Whether we turned out right or wrong almost didn’t matter. The understanding was ours, because the effort had been ours.

    Today we stand on a somewhat unfamiliar surrounding.

    For the first time in our history, we have built machines that can write an essay, draft a contract, compose music, generate a photograph, debug code, and hold a conversation convincing enough to forget there is no one on the other side. I belong to the cusp generation — old enough to remember the other way of doing things, young enough to use the new one every day. I can still picture myself at the office late in the evening, drafting by hand a felicitation note for the company’s anniversary, hunting for a slightly different line for each person so that no two people received the same congratulation. A single festival greeting could take the better part of a night. It seems almost quaint now. A few keystrokes and the machine offers me fifty versions before I’ve finished my tea.

    Artificial intelligence is, without exaggeration, among the finest things our species has ever made.

    And yet a question keeps returning, and I cannot quite talk myself out of it.

    What happens when we lean on artificial intelligence so completely that we stop exercising the real thing?

    In small ways, it has already begun. There was a time most of us could run a column of figures in our heads. Then the calculator arrived, and within a generation the skill quietly left us. You can still find it here and there — the older shopkeeper who glances at your basket, pauses for a beat, and tells you the exact total before you’ve reached for your phone. But he is the exception now. Take away most people’s calculator and watch them stall over a sum a schoolboy once managed standing up.

    The irony at the heart of it

    The irony is too large to step around.

    Artificial intelligence did not descend from some machine. It came out of us. Every algorithm, every neural network, every stubborn line of code began in a human mind — people who spent decades thinking hard, asking awkward questions, and sitting with problems that refused to yield. Human intelligence is the parent of artificial intelligence.

    What unsettles me is how quickly the child is being asked to replace the parent.

    The student hands the assignment to it. The professional lets it write the report. The manager asks it to summarise the meeting he didn’t fully attend. The writer asks it for the idea he used to chase down himself. And in courtrooms in more than one country, judges have begun consulting it on the very questions they were appointed to weigh. A tool meant to extend human capacity is, by degrees, becoming a substitute for human effort.

    Every convenience sends a bill

    Each leap forward arrives wrapped in convenience. The calculator spared us the arithmetic. GPS spared us the map. The search engine spared us the trouble of remembering. We made those trades and, on balance, were richer for them.

    This one is different in kind.

    The earlier tools took over tasks. This one offers to take over the thinking itself — and that is a wholly different bargain.

    A muscle left unused does not stay strong; it softens and forgets its own strength. The mind is no different. The real risk was never that the machine would out-think us. The risk is duller and closer to home: that we will simply lose the appetite to think for ourselves.

    The lost art of the struggle

    Almost everything I have learned that was worth keeping, I learned the slow way.

    A child learns by falling over. A founder learns by getting it wrong with his own money on the line — I spent the better part of three decades building a company up from almost nothing, and not one useful lesson in all that time arrived gift-wrapped. A leader learns in the cold minutes when a hard decision has only him to make it. The struggle was never the obstacle standing between us and the lesson. The struggle *was* the lesson.

    When every answer appears the instant we want it, we quietly give up the journey that turns information into understanding. Being handed an answer and arriving at one are not the same act. One leaves you with a fact. The other leaves you changed.

    What we are handing the young

    My real worry sits with the generation coming up behind us.

    Many of them are growing up in a world where the answer arrives before the question has properly formed. It began innocently enough with Google and has become Gemini, ChatGPT, and whatever you happen to subscribe to next — and the design is the same each time. The first taste is free and frictionless, generous to a fault, right up until the dependence is complete. We have a word for that pattern, and it isn’t *convenience*.

    Why spend an afternoon in the research when a summary lands in seconds? Why build an argument when one can be conjured whole? Why labour over a paragraph when the machine writes faster than you can think?

    The technology is not the villain here. The danger is the moment convenience quietly replaces curiosity. Every real advance in human history came from someone who refused the accepted answer, distrusted the obvious, and went looking for what did not yet exist. If the next generation grows up consuming intelligence rather than producing it, I wonder what becomes of invention itself.

    A bicycle, not a chauffeur

    Good tools leave you stronger for having used them.

    Someone once called the computer a bicycle for the mind, and it remains the right picture. A bicycle carries you further and faster than your legs alone ever could — but it still asks you to pedal, and you arrive fitter than you left. The danger today is that we are quietly trading the bicycle for a chauffeured car: it gets us there in comfort, asks nothing of us, and teaches us nothing about the road.

    In the Army they taught us, in a hundred uncomfortable ways, that an outfit which stops training does not stay sharp for long. Capability is not a possession you bank. It is a discipline you keep — or slowly lose.

    Where the real future lies

    None of this is an argument for switching the machine off. That would be both foolish and impossible, and I have no interest in it.

    The future will belong to people who can hold human judgment and artificial capability in the same hand. Let the machine do what it is extraordinary at — sift oceans of information, throw up a hundred possibilities in a minute, draft the rough first version. Then do what it cannot. Supply the context. Decide what any of it means. Choose, out of all those possibilities, which question was even worth asking.

    The most valuable skill of the next twenty years may not be knowing how to use artificial intelligence at all. Almost everyone will manage that. The rarer thing will be the ability to keep thinking for yourself while you use it.

    One question, before we get too comfortable

    So perhaps, in the rush to embrace something genuinely remarkable, it is worth stopping long enough to ask ourselves a single plain question.

    Are we using artificial intelligence to enlarge our intelligence — or to retire it?

    The answer will shape more than the future of work. It will shape what we remain capable of.

    Because long before intelligence was ever artificial, it was deeply, stubbornly human. And it was that intelligence — ours — that built the world we are now so tempted to hand over.

  • The Prophets Among Us

    The Prophets Among Us

    I WONDER | Issue No. 02 The Prophets Among Us

    “I Told You So.” — The Three Most Dangerous Words in Human History.

    Somewhere, right now, a person is achieving something. And somewhere very close by, another person is clearing their throat, straightening their collar, and preparing to deliver the four syllables that will completely steal the show. “I told You So”.

    There is a moment, in every success story, that nobody talks about. Not the sleepless nights. Not the rejection letters thick enough to wallpaper a room. Not the phase where the person in question seriously considered abandoning everything and opening a small tea stall by the highway.

    No. The moment nobody talks about is the one that comes immediately after success. The two-second window between the good news breaking and the arrival of The Prophets.

    You will recognise them. They travel in groups. They have been waiting. Oh, how they have been waiting.

    “I told you so.”

    Three words. Delivered with the quiet satisfaction of a man who has just won a bet he placed fifteen years ago and never told anyone about.

    Let us trace the life cycle of an achiever, shall we? For science.

    Phase One: The Struggle. Our hero is trying. Really trying. Applying for jobs, facing rejections, doubting themselves at 2 AM, eating instant noodles with the quiet dignity of someone who has chosen ambition over a balanced diet. During this entire phase — and this is crucial — The Prophets are largely absent. They are busy. They have opinions to form. Predictions to quietly log in the filing cabinet of their memory, to be retrieved later, at the perfect dramatic moment.

    Phase Two: The Breakthrough. It happens. The job offer arrives. The business takes off. The exam is cracked. Our hero, bleary-eyed and slightly disbelieving, picks up the phone to share the news.

    Phase Three: The Prophecy Reclamation. Within forty-eight hours — sometimes forty-eight minutes — The Prophets assemble. And the sentence begins.

    “You know, I always said this one had it in them.”

    “I told your father, years ago — mark my words, I said.”

    “I never doubted for even one second. Not one.”

    Now here is the truly magnificent part. The prophecy, as delivered, bears absolutely no relationship to what was actually said during Phase One.

    During Phase One, the same Prophet may have said, with considerable authority: “This field has no future. Why not try something stable? Have you considered government service?”

    But memory, as it turns out, is a remarkably flexible instrument. By Phase Three, that conversation has been quietly edited, rearranged, and rereleased — much like a director’s cut of a film, except the director is rewriting history in real time and no one is allowed to check the original footage.

    The achiever, meanwhile, stands there. Holding their hard-won success. Wondering if they imagined the last three years. Wondering if perhaps the Prophet was, in some metaphysical sense, correct all along. Wondering if they should say something. Deciding, wisely, not to.

    And then — oh, then — comes the extended remix.

    Because “I told you so” is never just four syllables. It is a gateway. A portal to an extended monologue in which the Prophet traces, in extraordinary detail, every single moment they supposedly believed in you — including moments you have no memory of and strong reason to doubt ever occurred.

    “Remember that Sunday lunch in 2019? I looked across the table and I thought — that one. That one is going places.”

    You were eating rice. You had just spilled dal on your shirt. You were not, by any observable measure, going places.

    But here you are, nodding. Because what else do you do?

    The supporting cast, of course, is equally spectacular.

    There is The Competitive Prophet — who told you so, yes, but also told seventeen other people so, and is now doing complex mental arithmetic to figure out which prediction to lead with.

    There is The Reluctant Prophet — who definitely had doubts, enormous doubts, but has decided that publicly owning a prophecy is better than admitting they once suggested you take up accounting.

    And then there is The Retroactive Prophet — the purest form — who, if pressed, cannot actually recall saying anything at all, but has by now told the story of their belief in you so many times that they have genuinely begun to remember it. The brain is a wonderful thing.

    Meanwhile, the actual achiever. The person who set the alarm at 5 AM. Who rewrote the application seventeen times. Who cried once in a parking lot and told nobody. Who kept going on the days when keeping going felt frankly unreasonable.

    That person is standing quietly in the corner, eating cake, occasionally nodding, and thinking: I wonder. I really do wonder.

    But they smile. Because they know. And that, in the end, is entirely enough.

    The next time someone tells you “I told you so” — smile warmly, nod graciously, and know, deep in your bones, that the only person who truly told you so was the one who stared back at you in the mirror every morning and said: keep going.

    That person deserves all the credit. And the cake.

    Capt. Shaji Kumar | I Wonder, Issue 02

    To every achiever who did it quietly, stubbornly, and entirely on their own — this one’s for you.

    All the best Vava. This one is for you.

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